Share your thoughts, 1 month free Claude Pro on usSee more

Membership Inference Attack on PubMed Central

0.814AUC

SAMA

Updated 1mo ago

Evaluation Results

Method	Links
SAMA 2026.01		0.814	44.2	13.2	1.1
SAMA 2026.01		0.732	33.8	8.1	0.9
Ratio 2026.01		0.555	12.8	1.8	0.3
CON-Recall 2026.01		0.518	11.7	1.2	0.1
Ratio 2026.01		0.514	11.4	1.1	0.1
SecMI 2026.01		0.51	10.9	0.9	0.8
Neighbor 2026.01		0.507	9.7	1	0
Neighbor 2026.01		0.506	9.1	1.1	0
Lowercase 2026.01		0.502	9.3	0.4	0
Lowercase 2026.01		0.502	9.6	0.2	0
SecMI 2026.01		0.501	10.2	0.9	0
Min-K% 2026.01		0.5	11.9	0.8	0.2
Loss 2026.01		0.498	11.4	1.6	0.1
CON-Recall 2026.01		0.498	11.9	0.9	0
Min-K% 2026.01		0.496	10.9	0.9	0.1
PIA 2026.01		0.496	10.2	0.5	0
ReCall 2026.01		0.495	8.8	0.7	0
Min-K%++ 2026.01		0.494	10.9	1.1	0
ReCall 2026.01		0.493	9	0.7	0
Min-K%++ 2026.01		0.491	10.3	0.8	0
Loss 2026.01		0.489	9.6	1	0.1
BoWs 2026.01		0.489	10	0.2	0
BoWs 2026.01		0.489	10	0.2	0
PIA 2026.01		0.488	9.2	0.6	0
ZLIB 2026.01		0.488	9.6	0.5	0.1
ZLIB 2026.01		0.481	8.8	0.6	0